Figura A.1: Rappresentazione grafica delle reti disponibili. La disposizione dei nodi è la stessa in ogni rete, così da migliorare la lettura;
Bibliografia
Airoldi, Edoardo M et al. (2008). «Mixed membership stochastic blockmodels». In: Journal of Machine Learning Research 9.Sep, pp. 1981–2014.
Albert, Jim (2009). Bayesian computation with R. Springer Science & Business Media.
Azzalini, Adelchi e Bruno Scarpa (2012). Data analysis and data mining: An
introduction. OUP USA.
Bader, Brett W e Tamara G Kolda (2006). «Algorithm 862: MATLAB tensor classes for fast algorithm prototyping». In: ACM Transactions on Mathematical
Software (TOMS) 32.4, pp. 635–653.
Barabási, Albert-László e Réka Albert (1999). «Emergence of scaling in random networks». In: science 286.5439, pp. 509–512.
Bauman, Zygmunt (2016). A Few Comments On The Mis-Imagined War On Ter-
rorism. https://www.socialeurope.eu/2016/03/comments-mis-imagined-war- terrorism/.
Bhattacharya, A e D B Dunson (2011). «Sparse Bayesian infinite factor models». In: Biometrika 98.2, pp. 291–306.
Breiman, Leo (2001). «Random forests». In: Machine learning 45.1, pp. 5–32.
Breiman, Leo et al. (2001). «Statistical modeling: The two cultures (with comments and a rejoinder by the author)». In: Statistical Science 16.3, pp. 199–231.
Chen, Hsinchun (2012). Dark Web: Exploring and Data Mining the Dark Side of
the Web. 1a ed. Integrated Series in Information Systems 30. Springer-Verlag New York.
Choi, Hee Min, James P Hobert e Others (2013). «The Polya-Gamma Gibbs sam- pler for Bayesian logistic regression is uniformly ergodic». In: Electronic Journal
of Statistics 7, pp. 2054–2064.
Durante, Daniele, David B Dunson e Joshua T Vogelstein (2014). «Nonpara- metric Bayes Modeling of Populations of Networks». In: arXiv preprint ar-
Xiv:1406.7851, pp. 1–29. arXiv: 1406.7851.
Erdős, Paul e Alfréd Rényi (1959). «On Random Graphs I.» In: Publicationes
Mathematicae (Debrecen) 6, pp. 290–297.
Everton, Sean F. (2005). «Tracking, Destabilizing and Disrupting Dark Networks with Social Networks Analysis». In: Simulation May, pp. 2069–2072.
Flynn, Michael T, Matthew F Pottinger e Paul D Batchelor (2010). Fixing intel:
A blueprint for making intelligence relevant in Afghanistan. Rapp. tecn. DTIC
Document.
Gelman, Andrew e Jennifer Hill (2006). Data analysis using regression and multi-
level/hierarchical models. Cambridge University Press.
Gelman, Andrew e Cosma Rohilla Shalizi (2013). «Philosophy and the practi- ce of Bayesian statistics». In: British Journal of Mathematical and Statistical
Psychology 66.1, pp. 8–38.
Gelman, Andrew et al. (2014). Bayesian data analysis. Vol. 2. Chapman & Hall/- CRC Boca Raton, FL, USA.
Geweke, John e Guofu Zhou (1996). «Measuring the pricing error of the arbitrage pricing theory». In: Review of Financial Studies 9.2, pp. 557–587.
Granovetter, Mark (2005). «The impact of social structure on economic outcomes». In: The Journal of economic perspectives 19.1, pp. 33–50.
Hastie, Trevor, Robert Tibshirani e Jerome Friedman (2009). The elements of
statistical learning. Vol. 2. New York: Springer.
Hoff, Peter D (2003). «Bilinear Mixed Effects Models for Dyadic Data». In: None 2002, pp. 1–20.
— (2008). «Multiplicative latent factor models for description and prediction of social networks». In: Computational and Mathematical Organization Theory 15.4, pp. 261–272.
Hoff, Peter D et al. (2001). «Latent Space Approaches to Social Network Analysis». In: Journal of the American Statistical Association 97, pp. 1090–1098.
ICG, Iternational Crisis Group (2006). «Terrorsim in Indonesia: Noordin’s group». In:
Kolda, Tamara G e Brett W Bader (2009). «Tensor decompositions and applica- tions». In: SIAM review 51.3, pp. 455–500.
Krebs, Valdis E (2002). «Mapping networks of terrorist cells». In: Connections 24.3, pp. 43–52.
Krivitsky, Pavel N et al. (2007). «Representing Degree Distributions, Clustering, and Homophily in Social Networks With Latent Cluster Random Effects Mo- dels». In:
Lee, Namgil e Andrzej Cichocki (2014). «Fundamental tensor operations for large- scale data analysis in tensor train formats». In: arXiv preprint arXiv:1405.7786.
Li, Heng e Eric Loken (2002). «A Unified Theory of Statistical Analysis and Infe- rence for Variance Component Models for Dyadic Data». In: Statistica Sinica 12, pp. 519–535.
Liaw, Andy e Matthew Wiener (2002). «Classification and Regression by random- Forest». In: R News 2.3, pp. 18–22. url: http://CRAN.R- project.org/doc/ Rnews/.
Lopes, Hedibert Freitas e Mike West (2004). «Bayesian model assessment in factor analysis». In: Statistica Sinica, pp. 41–67.
McGehee, Ralph W (1983). Deadly deceits: My 25 years in the CIA. Open Road Media.
Meter, Karl M Van (2002). «Terrorists/Liberators: Researching and Dealing with Adversary Social Networks». In: Social Networks 24.3, pp. 66–78.
Nowicki, Krzysztof e Tom A B Snijders (2001). «Estimation and prediction for stochastic blockstructures». In: Journal of the American Statistical Association 96.455, pp. 1077–1087.
Orbanz, Peter (2012). «Lecture Notes on Bayesian Nonparametrics». In: Journal
of Mathematical Psychology 56, pp. 1–12.
Pedahzur, Ami e Arie Perliger (2006). «The changing nature of suicide attacks: a social network perspective». In: Social forces 84.4, pp. 1987–2008.
Polson, Nicholas G., James G. Scott e Jesse Windle (2013). «Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables». In: Journal of
the American Statistical Association 108.504, pp. 1339–1349. arXiv: arXiv : 1205.0310v3.
Prakasa Rao, Bhagavatula Lakshmi Surya (1987). Asymptotic theory of statistical
inference. John Wiley & Sons, Inc.
R Core Team, R (2016). R: A Language and Environment for Statistical Compu-
ting. R Foundation for Statistical Computing. Vienna, Austria.
Roberts, Nancy e Sean F Everton (2011a). «Roberts and Everton Terrorist Data: Noordin Top Terrorist Network (Subset). [Machine-readable data file]». In:
— (2011b). «Strategies for Combating Dark Networks». In: Journal of Social
Structure 12, p. 2.
Rodríguez, Josep A e José A Rodríguez (2005). «The March 11 th terrorist net- work: In its weakness lies its strength». In:
Sampson, Samuel F (1968). A novitiate in a period of change: An experimental
and case study of social relationships. Cornell University.
Snijders, Tom AB e Krzysztof Nowicki (1997). «Estimation and prediction for stochastic blockmodels for graphs with latent block structure». In: Journal of
classification 14.1, pp. 75–100.
Tibshirani, Robert (1996). «Regression shrinkage and selection via the lasso». In:
Journal of the Royal Statistical Society. Series B (Methodological), pp. 267–
288.